{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "PIPR with STLAB\n", "===============\n", "\n", "In addition to the classical rod and cone photoreceptors, the retina also contains [intrinsically photosensetive retinal ganglion cells (ipRGCs)](https://en.wikipedia.org/wiki/Intrinsically_photosensitive_retinal_ganglion_cell). These cells express a photopigment called [melanopsin](https://en.wikipedia.org/wiki/Melanopsin), which is maximally sensetive to short wavelength (blue) light. The ipRGCs project to the suprachiasmatic nucleus and the olivary pretectal nucleus and are involved in 'non-visual' functions, such as circadian photoentrainment and steady-state pupil control. The [post-illumination pupil response (PIPR)](https://iovs.arvojournals.org/article.aspx?articleid=2186454) describes the sustained constriction of the pupil following exposure to short wavelength blue light, and is assumed to be a unique non-invasive signature of melanopsin processing in the human retina. Here we describe a standard protocol for measuring the PIPR with our STLAB-integrating sphere rig.\n", "\n", "![](../img/eye_retina.png)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Preparing stimuli\n", "-----------------\n", "\n", "As an optimum protocol for exploring melanopsin function, [Park et al. (2011)](https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3175993/) recommend comparing the pupil responses to high intensity (~400 lx) 1-second pulses of short and long wavelength light presented in darkness following a period of dark adaptation. Our first task is therefore to prepare stimuli that fit this specification. We can start by creating a `CalibrationContext(...)` from our calibrated spectrometer data." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from pyplr.calibrate import CalibrationContext\n", "\n", "cc = CalibrationContext(\n", " '../data/S2_corrected_oo_spectra.csv', binwidth=1)\n", "_ = cc.plot_calibrated_spectra()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To confirm which LED is best suited for stimulating melanopsin we can calculate the peak spectral sensitivity for each LED at its maximum intensity setting. " ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "led\n", "0 427\n", "1 447\n", "2 465\n", "3 470\n", "4 505\n", "5 517\n", "6 540\n", "7 594\n", "8 635\n", "9 657\n", "dtype: int64" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cc.lkp.xs(key=4095, level=1).idxmax(axis=1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Melanopsin has a peak spectral sensitivity of ~480 nm, which means that LED 3 is our best bet for the melanopic light stimulus. LED 9 is the best choice for the comparison stimulus as it will have the least overlap with the melanopsin spectral sensitivity curve. Having decided which LEDs to use, we can find the intensity settings for the target 400 lux." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "blue_led = 3\n", "red_led = 9\n", "target_lux = 800\n", "\n", "# Find the required intensity setting of the blue led for 800 lux\n", "blue_intensity = (cc.lux.loc[blue_led].sub(target_lux)\n", " .abs()\n", " .idxmin()\n", " .values[0])\n", "\n", "# Find the intensity setting of the red led for 800 lux\n", "red_intensity = cc.match(match_led=blue_led, \n", " match_led_intensity=blue_intensity, \n", " target_led=red_led, \n", " match_type='irrad')[1]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It is helpful to visualise the stimuli along with the spectral sensetivity curve for melanopsin." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "from pyplr.CIE import get_CIES026\n", "\n", "fig, ax = plt.subplots()\n", "sss = get_CIES026(asdf=True, binwidth=1)\n", "ax.plot(cc.lkp.loc[(blue_led, blue_intensity)], c='blue')\n", "ax.plot(cc.lkp.loc[(red_led, red_intensity)], c='red')\n", " \n", "ax2 = ax.twinx()\n", "ax2.plot(sss['Mel'], ls='dashed', c='steelblue')\n", "ax2.set_ylabel('Melanopsin spectral sensitivity', c='steelblue')\n", "ax.set_xlabel('Wavelength (nm)')\n", "ax.set_ylabel('W/m2/nm');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally, we can make video files for use with STLAB." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\"1s_blue.dsf\" saved in the current working directory.\n", "\"1s_red.dsf\" saved in the current working directory.\n" ] } ], "source": [ "from pyplr import stlab\n", "\n", "blue_spec, red_spec = [0]*10, [0]*10\n", "blue_spec[blue_led] = blue_intensity\n", "red_spec[red_led] = red_intensity\n", "\n", "# Make 1 second pulses\n", "stlab.pulse_protocol(pulse_spec=blue_spec,\n", " pulse_duration=1000, \n", " fname='1s_blue',\n", " metadata={'color':'blue'})\n", "stlab.pulse_protocol(pulse_spec=red_spec, \n", " pulse_duration=1000, \n", " fname='1s_red',\n", " metadata={'color':'red'})" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Running the protocol\n", "--------------------\n", "\n", "Now we are ready to run the protocol. For optimal results, do this after a 20-minute period of dark adatation.\n", "\n", "```Python\n", "from time import sleep\n", "import random\n", "\n", "from pyplr.pupil import PupilCore\n", "from pyplr.stlab import SpectraTuneLab\n", "from pyplr.protocol import input_subject_id, subject_dir\n", "\n", "# Timing function for experimenter feedback\n", "def timer(increment=1, seconds=0, message='Waiting...'):\n", " print(message)\n", " while seconds > 0:\n", " print(f'\\t{seconds} seconds left...')\n", " sleep(increment)\n", " seconds -= increment\n", "\n", "# Specify measurement period and wait between trials (60 s each)\n", "PIPR_MEASUREMENT_PERIOD = 60\n", "INTERTRIAL_INTERVAL = 60 \n", "\n", "# List of stims, x3 red and blue, random order of presentation\n", "stims = ['./stimuli/1s_blue.dsf', './stimuli/1s_red.dsf'] * 3\n", "random.shuffle(stims)\n", "\n", "# Set up subject and recording\n", "subject_id = input_subject_id()\n", "subj_dir = subject_dir(subject_id)\n", "\n", "# Connect to Pupil Core\n", "p = PupilCore()\n", "\n", "# Connect to stlab\n", "d = SpectraTuneLab(password='****************)')\n", "\n", "# Start recording\n", "p.command('R {}'.format(subj_dir))\n", "\n", "# Wait a few seconds\n", "timer(seconds=5)\n", "\n", "# Trial incrementor variable\n", "trial_num = 0\n", "\n", "# Loop over the list of stims\n", "while len(stims) > 0:\n", " \n", " # Update trial number\n", " trial_num += 1\n", " \n", " # Pop next stim from the list of stims\n", " stim = stims.pop(0) \n", " \n", " # Print status update for trial\n", " print('{}\\n{:*^60s}\\n{}'.format(\n", " '*'*60, ' ' + 'Trial number: ' + str(trial_num) + ' ', '*'*60))\n", " print('Stimulus--> {}\\nList of stims--> {}'.format(stim, stims))\n", " print('{}'.format('-'*60)) \n", " \n", " # Load video file and create trigger with metadata\n", " vf = d.load_video_file(stim)\n", " annotation = {**p.new_annotation('LIGHT_ON'), **vf['metadata']}\n", " annotation['repeat'] = repeat\n", " annotation['trial_num'] = trial_num\n", " \n", " # Check the eye models. If there is a problem, say 'yes' to\n", " # refit the model, then ask participants to roll their eyes.\n", " # When a suitable fit is achieved, press 'Enter' to freeze\n", " # the 3D models. This will stop the 3D models from updating\n", " # automatically, which can cause issues with the pupil data.\n", " p.check_3d_model(eyes=[0,1], alert=False)\n", " sleep(2)\n", " \n", " # Notification of stimulus in 5 - 10 s. On mac, should make a beep sound\n", " print('\\a')\n", " \n", " # 10 s prestimulus baseline\n", " timer(seconds=10, message='10 s prestimulus baseline...')\n", " \n", " # Set up and start the light_stamper thread \n", " lst_future = p.light_stamper(\n", " threshold=15, annotation=annotation, timeout=6)\n", " \n", " # Wait 200 ms\n", " sleep(.2)\n", " \n", " # Play the video file\n", " d.play_video_file()\n", " timer(seconds=PIPR_MEASUREMENT_PERIOD, message='Collecting data for PIPR. \\\n", " The participant should be looking straight ahead and hopefully \\\n", " not blinking too much...')\n", " \n", " # Notification that data collection period for the current trial has finished\n", " print('\\a')\n", " print('Finished data collection period for current trial')\n", " \n", " # Ask whether to repeat last trial. For example, say yes if their eyes were \n", " # closed during stimulus presentation or if they were closed for long periods\n", " # during the post stimulus data collection period\n", " repeat = input('Do you want to repeat the last trial [y/n]? ')\n", " while repeat != 'y' and repeat != 'n':\n", " print('I do not understand that...')\n", " repeat = input('Do you want to repeat the last trial [y/n]? ')\n", " \n", " # If 'y' to repeat, then put the stimulus back in the list and reshuffle\n", " if repeat == 'y':\n", " stims.append(stim)\n", " random.shuffle(stims)\n", " \n", " # Wait between trials, but only if there is actually another trial in \n", " # the trial list\n", " if len(stims) > 0:\n", " timer(seconds=INTERTRIAL_INTERVAL, message='Wait between trials...')\n", " \n", "# Finish recording\n", "timer(seconds=5, message='Finishing recording...') \n", "p.command('r')\n", "\n", "```" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.7" } }, "nbformat": 4, "nbformat_minor": 4 }